Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 17000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Categorical | 8 |
|---|---|
| Numeric | 9 |
N-P-K Ratio has a high cardinality: 11172 distinct values | High cardinality |
Yield has a high cardinality: 5004 distinct values | High cardinality |
Temperature is highly overall correlated with Rainfall and 8 other fields | High correlation |
Rainfall is highly overall correlated with Temperature and 7 other fields | High correlation |
pH is highly overall correlated with Temperature and 8 other fields | High correlation |
Light_Hours is highly overall correlated with Temperature and 10 other fields | High correlation |
Light_Intensity is highly overall correlated with Temperature and 6 other fields | High correlation |
Rh is highly overall correlated with Rainfall and 6 other fields | High correlation |
Nitrogen is highly overall correlated with Name | High correlation |
Phosphorus is highly overall correlated with pH and 2 other fields | High correlation |
Potassium is highly overall correlated with Temperature and 8 other fields | High correlation |
Soil_Type is highly overall correlated with Rainfall and 6 other fields | High correlation |
Fertility is highly overall correlated with Temperature and 7 other fields | High correlation |
Photoperiod is highly overall correlated with Temperature and 6 other fields | High correlation |
Category_pH is highly overall correlated with Temperature and 5 other fields | High correlation |
Season is highly overall correlated with Name | High correlation |
Name is highly overall correlated with Temperature and 12 other fields | High correlation |
Yield is highly imbalanced (53.6%) | Imbalance |
Name is uniformly distributed | Uniform |
Temperature has unique values | Unique |
Rainfall has unique values | Unique |
pH has unique values | Unique |
Light_Hours has unique values | Unique |
Light_Intensity has unique values | Unique |
Rh has unique values | Unique |
Phosphorus has unique values | Unique |
Potassium has unique values | Unique |
Reproduction
| Analysis started | 2024-05-31 20:19:14.127703 |
|---|---|
| Analysis finished | 2024-05-31 20:19:38.857708 |
| Duration | 24.73 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
Soil_Type
Categorical
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| High | |
|---|---|
| Moderate | |
| Loamy | |
| Sandy Loam | |
| moderate | |
| Other values (2) |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 6.1764706 |
| Min length | 4 |
Characters and Unicode
| Total characters | 105000 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sandy Loam |
|---|---|
| 2nd row | Sandy Loam |
| 3rd row | Sandy Loam |
| 4th row | Sandy Loam |
| 5th row | Sandy Loam |
Common Values
| Value | Count | Frequency (%) |
| High | 6500 | |
| Moderate | 4500 | |
| Loamy | 2500 | 14.7% |
| Sandy Loam | 1500 | 8.8% |
| moderate | 1000 | 5.9% |
| Sandy loam | 500 | 2.9% |
| Sandy | 500 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 6500 | |
| moderate | 5500 | |
| loamy | 2500 | 13.2% |
| sandy | 2500 | 13.2% |
| loam | 2000 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 12500 | |
| e | 11000 | |
| o | 10000 | 9.5% |
| d | 8000 | 7.6% |
| i | 6500 | 6.2% |
| H | 6500 | 6.2% |
| h | 6500 | 6.2% |
| g | 6500 | 6.2% |
| r | 5500 | 5.2% |
| t | 5500 | 5.2% |
| Other values (8) | 26500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 85500 | |
| Uppercase Letter | 17500 | 16.7% |
| Space Separator | 2000 | 1.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 12500 | |
| e | 11000 | |
| o | 10000 | |
| d | 8000 | |
| i | 6500 | |
| h | 6500 | |
| g | 6500 | |
| r | 5500 | |
| t | 5500 | |
| m | 5500 | |
| Other values (3) | 8000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 6500 | |
| M | 4500 | |
| L | 4000 | |
| S | 2500 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 2000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 103000 | |
| Common | 2000 | 1.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 12500 | |
| e | 11000 | |
| o | 10000 | |
| d | 8000 | 7.8% |
| i | 6500 | 6.3% |
| H | 6500 | 6.3% |
| h | 6500 | 6.3% |
| g | 6500 | 6.3% |
| r | 5500 | 5.3% |
| t | 5500 | 5.3% |
| Other values (7) | 24500 |
Common
| Value | Count | Frequency (%) |
| 2000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 12500 | |
| e | 11000 | |
| o | 10000 | 9.5% |
| d | 8000 | 7.6% |
| i | 6500 | 6.2% |
| H | 6500 | 6.2% |
| h | 6500 | 6.2% |
| g | 6500 | 6.2% |
| r | 5500 | 5.2% |
| t | 5500 | 5.2% |
| Other values (8) | 26500 |
Fertility
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| Short Day Period, Day Neutral | |
|---|---|
| High | |
| moderate | |
| Short Day Period | |
| Short Day Period, Day Neutral, Long Day Period |
Length
| Max length | 46 |
|---|---|
| Median length | 37.5 |
| Mean length | 22.323529 |
| Min length | 4 |
Characters and Unicode
| Total characters | 379500 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High |
|---|---|
| 2nd row | High |
| 3rd row | High |
| 4th row | High |
| 5th row | High |
Common Values
| Value | Count | Frequency (%) |
| Short Day Period, Day Neutral | 8500 | |
| High | 3500 | |
| moderate | 1500 | 8.8% |
| Short Day Period | 1500 | 8.8% |
| Short Day Period, Day Neutral, Long Day Period | 1500 | 8.8% |
| Day Neutral, Long Day Period | 500 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| day | 24000 | |
| period | 13500 | |
| short | 11500 | |
| neutral | 10500 | |
| high | 3500 | 5.3% |
| long | 2000 | 3.0% |
| moderate | 1500 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 49500 | ||
| r | 37000 | 9.7% |
| a | 36000 | 9.5% |
| o | 28500 | 7.5% |
| e | 27000 | 7.1% |
| D | 24000 | 6.3% |
| y | 24000 | 6.3% |
| t | 23500 | 6.2% |
| i | 17000 | 4.5% |
| h | 15000 | 4.0% |
| Other values (12) | 98000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 253000 | |
| Uppercase Letter | 65000 | 17.1% |
| Space Separator | 49500 | 13.0% |
| Other Punctuation | 12000 | 3.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 37000 | |
| a | 36000 | |
| o | 28500 | |
| e | 27000 | |
| y | 24000 | |
| t | 23500 | |
| i | 17000 | |
| h | 15000 | |
| d | 15000 | |
| u | 10500 | 4.2% |
| Other values (4) | 19500 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 24000 | |
| P | 13500 | |
| S | 11500 | |
| N | 10500 | |
| H | 3500 | 5.4% |
| L | 2000 | 3.1% |
Space Separator
| Value | Count | Frequency (%) |
| 49500 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 12000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 318000 | |
| Common | 61500 | 16.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 37000 | |
| a | 36000 | |
| o | 28500 | |
| e | 27000 | 8.5% |
| D | 24000 | 7.5% |
| y | 24000 | 7.5% |
| t | 23500 | 7.4% |
| i | 17000 | 5.3% |
| h | 15000 | 4.7% |
| d | 15000 | 4.7% |
| Other values (10) | 71000 |
Common
| Value | Count | Frequency (%) |
| 49500 | ||
| , | 12000 | 19.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 379500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 49500 | ||
| r | 37000 | 9.7% |
| a | 36000 | 9.5% |
| o | 28500 | 7.5% |
| e | 27000 | 7.1% |
| D | 24000 | 6.3% |
| y | 24000 | 6.3% |
| t | 23500 | 6.2% |
| i | 17000 | 4.5% |
| h | 15000 | 4.0% |
| Other values (12) | 98000 |
Photoperiod
Categorical
HIGH CORRELATION 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| Short Day Period | |
|---|---|
| 10-10-2010 | |
| 10:10:10 | |
| 05-10-2005 | |
| 75:37.5:37.5 | 500 |
| Other values (8) |
Length
| Max length | 16 |
|---|---|
| Median length | 12 |
| Mean length | 11.264706 |
| Min length | 7 |
Characters and Unicode
| Total characters | 191500 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Short Day Period |
|---|---|
| 2nd row | Short Day Period |
| 3rd row | Short Day Period |
| 4th row | Short Day Period |
| 5th row | Short Day Period |
Common Values
| Value | Count | Frequency (%) |
| Short Day Period | 5000 | |
| 10-10-2010 | 5000 | |
| 10:10:10 | 1500 | 8.8% |
| 05-10-2005 | 1000 | 5.9% |
| 75:37.5:37.5 | 500 | 2.9% |
| 5:10:10 | 500 | 2.9% |
| 5:10:05 | 500 | 2.9% |
| 22:12:13 | 500 | 2.9% |
| 8:15:36 | 500 | 2.9% |
| 13:13:13 | 500 | 2.9% |
| Other values (3) | 1500 | 8.8% |
Length
| Value | Count | Frequency (%) |
| short | 5000 | |
| day | 5000 | |
| period | 5000 | |
| 10-10-2010 | 5000 | |
| 10:10:10 | 1500 | 5.6% |
| 05-10-2005 | 1000 | 3.7% |
| 75:37.5:37.5 | 500 | 1.9% |
| 5:10:10 | 500 | 1.9% |
| 5:10:05 | 500 | 1.9% |
| 22:12:13 | 500 | 1.9% |
| Other values (5) | 2500 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36500 | |
| 1 | 26500 | |
| - | 15000 | 7.8% |
| o | 10000 | 5.2% |
| r | 10000 | 5.2% |
| 10000 | 5.2% | |
| 2 | 10000 | 5.2% |
| : | 9000 | 4.7% |
| 5 | 6000 | 3.1% |
| S | 5000 | 2.6% |
| Other values (14) | 53500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 86500 | |
| Lowercase Letter | 55000 | |
| Dash Punctuation | 15000 | 7.8% |
| Uppercase Letter | 15000 | 7.8% |
| Space Separator | 10000 | 5.2% |
| Other Punctuation | 10000 | 5.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 10000 | |
| r | 10000 | |
| h | 5000 | |
| d | 5000 | |
| i | 5000 | |
| e | 5000 | |
| y | 5000 | |
| a | 5000 | |
| t | 5000 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36500 | |
| 1 | 26500 | |
| 2 | 10000 | 11.6% |
| 5 | 6000 | 6.9% |
| 3 | 3500 | 4.0% |
| 6 | 2000 | 2.3% |
| 7 | 1500 | 1.7% |
| 8 | 500 | 0.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5000 | |
| P | 5000 | |
| D | 5000 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 9000 | |
| . | 1000 | 10.0% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 15000 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 121500 | |
| Latin | 70000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 36500 | |
| 1 | 26500 | |
| - | 15000 | |
| 10000 | 8.2% | |
| 2 | 10000 | 8.2% |
| : | 9000 | 7.4% |
| 5 | 6000 | 4.9% |
| 3 | 3500 | 2.9% |
| 6 | 2000 | 1.6% |
| 7 | 1500 | 1.2% |
| Other values (2) | 1500 | 1.2% |
Latin
| Value | Count | Frequency (%) |
| o | 10000 | |
| r | 10000 | |
| S | 5000 | |
| h | 5000 | |
| d | 5000 | |
| i | 5000 | |
| e | 5000 | |
| P | 5000 | |
| y | 5000 | |
| a | 5000 | |
| Other values (2) | 10000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 191500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 36500 | |
| 1 | 26500 | |
| - | 15000 | 7.8% |
| o | 10000 | 5.2% |
| r | 10000 | 5.2% |
| 10000 | 5.2% | |
| 2 | 10000 | 5.2% |
| : | 9000 | 4.7% |
| 5 | 6000 | 3.1% |
| S | 5000 | 2.6% |
| Other values (14) | 53500 |
N-P-K Ratio
Categorical
HIGH CARDINALITY 
| Distinct | 11172 |
|---|---|
| Distinct (%) | 65.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| 10:10:10 | |
|---|---|
| 5:10:10 | 1000 |
| 5:14:04 | 4 |
| 9:22:03 | 3 |
| 7:37:47 | 3 |
| Other values (11167) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.6510588 |
| Min length | 7 |
Characters and Unicode
| Total characters | 130068 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10379 ? |
|---|---|
| Unique (%) | 61.1% |
Sample
| 1st row | 10:10:10 |
|---|---|
| 2nd row | 10:10:10 |
| 3rd row | 10:10:10 |
| 4th row | 10:10:10 |
| 5th row | 10:10:10 |
Common Values
| Value | Count | Frequency (%) |
| 10:10:10 | 4000 | 23.5% |
| 5:10:10 | 1000 | 5.9% |
| 5:14:04 | 4 | < 0.1% |
| 9:22:03 | 3 | < 0.1% |
| 7:37:47 | 3 | < 0.1% |
| 18:36:46 | 3 | < 0.1% |
| 22:10:18 | 3 | < 0.1% |
| 10:59:28 | 3 | < 0.1% |
| 0:29:23 | 3 | < 0.1% |
| 13:08:20 | 3 | < 0.1% |
| Other values (11162) | 11975 |
Length
| Value | Count | Frequency (%) |
| 10:10:10 | 4000 | 23.5% |
| 5:10:10 | 1000 | 5.9% |
| 5:14:04 | 4 | < 0.1% |
| 3:08:20 | 3 | < 0.1% |
| 9:32:40 | 3 | < 0.1% |
| 6:26:28 | 3 | < 0.1% |
| 5:18:52 | 3 | < 0.1% |
| 8:03:27 | 3 | < 0.1% |
| 12:49:04 | 3 | < 0.1% |
| 15:34:24 | 3 | < 0.1% |
| Other values (11162) | 11975 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 34000 | |
| 1 | 27026 | |
| 0 | 21858 | |
| 2 | 9932 | 7.6% |
| 5 | 8381 | 6.4% |
| 3 | 7872 | 6.1% |
| 4 | 7396 | 5.7% |
| 7 | 3438 | 2.6% |
| 6 | 3436 | 2.6% |
| 8 | 3386 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 96068 | |
| Other Punctuation | 34000 | 26.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 27026 | |
| 0 | 21858 | |
| 2 | 9932 | 10.3% |
| 5 | 8381 | 8.7% |
| 3 | 7872 | 8.2% |
| 4 | 7396 | 7.7% |
| 7 | 3438 | 3.6% |
| 6 | 3436 | 3.6% |
| 8 | 3386 | 3.5% |
| 9 | 3343 | 3.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 34000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130068 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| : | 34000 | |
| 1 | 27026 | |
| 0 | 21858 | |
| 2 | 9932 | 7.6% |
| 5 | 8381 | 6.4% |
| 3 | 7872 | 6.1% |
| 4 | 7396 | 5.7% |
| 7 | 3438 | 2.6% |
| 6 | 3436 | 2.6% |
| 8 | 3386 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130068 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| : | 34000 | |
| 1 | 27026 | |
| 0 | 21858 | |
| 2 | 9932 | 7.6% |
| 5 | 8381 | 6.4% |
| 3 | 7872 | 6.1% |
| 4 | 7396 | 5.7% |
| 7 | 3438 | 2.6% |
| 6 | 3436 | 2.6% |
| 8 | 3386 | 2.6% |
Temperature
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 789.19323 |
| Minimum | 7.8165889 |
|---|---|
| Maximum | 2553.3185 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 7.8165889 |
|---|---|
| 5-th percentile | 18.182464 |
| Q1 | 24.703671 |
| median | 789.65874 |
| Q3 | 1148.7923 |
| 95-th percentile | 1852.416 |
| Maximum | 2553.3185 |
| Range | 2545.5019 |
| Interquartile range (IQR) | 1124.0886 |
Descriptive statistics
| Standard deviation | 597.84056 |
|---|---|
| Coefficient of variation (CV) | 0.75753382 |
| Kurtosis | -0.75702227 |
| Mean | 789.19323 |
| Median Absolute Deviation (MAD) | 437.14067 |
| Skewness | 0.17903404 |
| Sum | 13416285 |
| Variance | 357413.34 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.04003128 | 1 | < 0.1% |
| 1013.236139 | 1 | < 0.1% |
| 1022.339262 | 1 | < 0.1% |
| 1064.188845 | 1 | < 0.1% |
| 973.9528951 | 1 | < 0.1% |
| 1004.968663 | 1 | < 0.1% |
| 990.1127187 | 1 | < 0.1% |
| 942.3268484 | 1 | < 0.1% |
| 1046.009864 | 1 | < 0.1% |
| 973.7467293 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 7.816588897 | 1 | |
| 8.690023184 | 1 | |
| 10.01686291 | 1 | |
| 10.14237299 | 1 | |
| 10.34066779 | 1 | |
| 11.10325114 | 1 | |
| 11.20294215 | 1 | |
| 11.23693309 | 1 | |
| 11.24321073 | 1 | |
| 11.42717053 | 1 |
| Value | Count | Frequency (%) |
| 2553.318516 | 1 | |
| 2481.070128 | 1 | |
| 2460.967189 | 1 | |
| 2430.275328 | 1 | |
| 2424.832371 | 1 | |
| 2407.957071 | 1 | |
| 2402.775059 | 1 | |
| 2385.554267 | 1 | |
| 2382.883441 | 1 | |
| 2381.874806 | 1 |
Rainfall
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.80269 |
| Minimum | 3.0383672 |
|---|---|
| Maximum | 1587.8441 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 3.0383672 |
|---|---|
| 5-th percentile | 4.1354813 |
| Q1 | 6.3106823 |
| median | 6.6871317 |
| Q3 | 635.41404 |
| 95-th percentile | 1100.714 |
| Maximum | 1587.8441 |
| Range | 1584.8057 |
| Interquartile range (IQR) | 629.10336 |
Descriptive statistics
| Standard deviation | 429.85796 |
|---|---|
| Coefficient of variation (CV) | 1.5932308 |
| Kurtosis | -0.052465377 |
| Mean | 269.80269 |
| Median Absolute Deviation (MAD) | 0.73644495 |
| Skewness | 1.2238016 |
| Sum | 4586645.7 |
| Variance | 184777.87 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 487.3250733 | 1 | < 0.1% |
| 6.055582669 | 1 | < 0.1% |
| 6.251191112 | 1 | < 0.1% |
| 5.791701727 | 1 | < 0.1% |
| 5.890309377 | 1 | < 0.1% |
| 5.769991417 | 1 | < 0.1% |
| 5.90619678 | 1 | < 0.1% |
| 5.913955691 | 1 | < 0.1% |
| 6.054257729 | 1 | < 0.1% |
| 5.708074968 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 3.038367156 | 1 | |
| 3.051387011 | 1 | |
| 3.065755465 | 1 | |
| 3.080045544 | 1 | |
| 3.081249358 | 1 | |
| 3.087128863 | 1 | |
| 3.102323383 | 1 | |
| 3.10582515 | 1 | |
| 3.110565826 | 1 | |
| 3.128124361 | 1 |
| Value | Count | Frequency (%) |
| 1587.844114 | 1 | |
| 1583.280092 | 1 | |
| 1578.528063 | 1 | |
| 1576.41356 | 1 | |
| 1575.045037 | 1 | |
| 1563.698381 | 1 | |
| 1554.895173 | 1 | |
| 1551.122326 | 1 | |
| 1547.381386 | 1 | |
| 1544.063304 | 1 |
pH
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.273813 |
| Minimum | 4.9086682 |
|---|---|
| Maximum | 16.293481 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 4.9086682 |
|---|---|
| 5-th percentile | 5.9476157 |
| Q1 | 6.53736 |
| median | 12.023648 |
| Q3 | 13.037446 |
| 95-th percentile | 13.695855 |
| Maximum | 16.293481 |
| Range | 11.384813 |
| Interquartile range (IQR) | 6.500086 |
Descriptive statistics
| Standard deviation | 3.1688944 |
|---|---|
| Coefficient of variation (CV) | 0.30844385 |
| Kurtosis | -1.686657 |
| Mean | 10.273813 |
| Median Absolute Deviation (MAD) | 1.4318424 |
| Skewness | -0.33196022 |
| Sum | 174654.82 |
| Variance | 10.041892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.522557831 | 1 | < 0.1% |
| 13.13812111 | 1 | < 0.1% |
| 12.49214993 | 1 | < 0.1% |
| 12.63541853 | 1 | < 0.1% |
| 12.80795811 | 1 | < 0.1% |
| 12.82772683 | 1 | < 0.1% |
| 13.07056563 | 1 | < 0.1% |
| 12.73399696 | 1 | < 0.1% |
| 12.63112677 | 1 | < 0.1% |
| 12.43151874 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 4.908668224 | 1 | |
| 5.060424398 | 1 | |
| 5.074020078 | 1 | |
| 5.077365751 | 1 | |
| 5.103282844 | 1 | |
| 5.113744425 | 1 | |
| 5.135914903 | 1 | |
| 5.141645827 | 1 | |
| 5.144757372 | 1 | |
| 5.156359215 | 1 |
| Value | Count | Frequency (%) |
| 16.29348099 | 1 | |
| 15.97914268 | 1 | |
| 15.90051245 | 1 | |
| 15.88411817 | 1 | |
| 15.78343873 | 1 | |
| 15.78212733 | 1 | |
| 15.72842653 | 1 | |
| 15.59242559 | 1 | |
| 15.5893546 | 1 | |
| 15.58809081 | 1 |
Light_Hours
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 297.91633 |
| Minimum | 5.7330288 |
|---|---|
| Maximum | 1026.6339 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 5.7330288 |
|---|---|
| 5-th percentile | 6.8137606 |
| Q1 | 9.1311838 |
| median | 248.93405 |
| Q3 | 508.98591 |
| 95-th percentile | 817.62212 |
| Maximum | 1026.6339 |
| Range | 1020.9009 |
| Interquartile range (IQR) | 499.85472 |
Descriptive statistics
| Standard deviation | 275.21588 |
|---|---|
| Coefficient of variation (CV) | 0.9238026 |
| Kurtosis | -0.65375358 |
| Mean | 297.91633 |
| Median Absolute Deviation (MAD) | 239.96268 |
| Skewness | 0.67809318 |
| Sum | 5064577.7 |
| Variance | 75743.782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.957984967 | 1 | < 0.1% |
| 266.6742487 | 1 | < 0.1% |
| 221.3760654 | 1 | < 0.1% |
| 256.3818406 | 1 | < 0.1% |
| 248.2142882 | 1 | < 0.1% |
| 230.5299224 | 1 | < 0.1% |
| 247.0168503 | 1 | < 0.1% |
| 231.4837146 | 1 | < 0.1% |
| 259.9598987 | 1 | < 0.1% |
| 239.6336499 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 5.733028778 | 1 | |
| 5.96375288 | 1 | |
| 5.982744778 | 1 | |
| 6.035096338 | 1 | |
| 6.039988489 | 1 | |
| 6.055548583 | 1 | |
| 6.118049313 | 1 | |
| 6.119006743 | 1 | |
| 6.119659435 | 1 | |
| 6.121442131 | 1 |
| Value | Count | Frequency (%) |
| 1026.633918 | 1 | |
| 1001.545013 | 1 | |
| 995.581332 | 1 | |
| 984.807533 | 1 | |
| 980.7155321 | 1 | |
| 977.54756 | 1 | |
| 975.7297802 | 1 | |
| 975.1516711 | 1 | |
| 971.6586556 | 1 | |
| 969.7277318 | 1 |
Light_Intensity
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.804 |
| Minimum | 31.016205 |
|---|---|
| Maximum | 851.2711 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 31.016205 |
|---|---|
| 5-th percentile | 44.215018 |
| Q1 | 88.291391 |
| median | 92.712352 |
| Q3 | 338.89933 |
| 95-th percentile | 562.14523 |
| Maximum | 851.2711 |
| Range | 820.25489 |
| Interquartile range (IQR) | 250.60794 |
Descriptive statistics
| Standard deviation | 177.70304 |
|---|---|
| Coefficient of variation (CV) | 0.94120379 |
| Kurtosis | 0.10194782 |
| Mean | 188.804 |
| Median Absolute Deviation (MAD) | 6.2276678 |
| Skewness | 1.2387191 |
| Sum | 3209668 |
| Variance | 31578.37 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 632.013531 | 1 | < 0.1% |
| 92.64395318 | 1 | < 0.1% |
| 92.82327006 | 1 | < 0.1% |
| 92.52280829 | 1 | < 0.1% |
| 93.70186234 | 1 | < 0.1% |
| 91.20472213 | 1 | < 0.1% |
| 93.36622819 | 1 | < 0.1% |
| 92.10441262 | 1 | < 0.1% |
| 91.61301145 | 1 | < 0.1% |
| 92.35982837 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 31.01620528 | 1 | |
| 31.0713212 | 1 | |
| 31.08633482 | 1 | |
| 31.32046767 | 1 | |
| 31.40298199 | 1 | |
| 31.46019724 | 1 | |
| 31.51555026 | 1 | |
| 31.72765476 | 1 | |
| 31.74696032 | 1 | |
| 31.81529862 | 1 |
| Value | Count | Frequency (%) |
| 851.2710976 | 1 | |
| 812.2731013 | 1 | |
| 805.1010658 | 1 | |
| 804.3248189 | 1 | |
| 798.2941434 | 1 | |
| 793.2642278 | 1 | |
| 789.6126354 | 1 | |
| 787.0514667 | 1 | |
| 783.3224218 | 1 | |
| 781.5103094 | 1 |
Rh
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.25283 |
| Minimum | 40.382485 |
|---|---|
| Maximum | 310.9134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 40.382485 |
|---|---|
| 5-th percentile | 51.009775 |
| Q1 | 67.653446 |
| median | 111.70792 |
| Q3 | 154.78994 |
| 95-th percentile | 198.78191 |
| Maximum | 310.9134 |
| Range | 270.53092 |
| Interquartile range (IQR) | 87.136491 |
Descriptive statistics
| Standard deviation | 55.467886 |
|---|---|
| Coefficient of variation (CV) | 0.48127136 |
| Kurtosis | 1.4266691 |
| Mean | 115.25283 |
| Median Absolute Deviation (MAD) | 43.47636 |
| Skewness | 1.0313538 |
| Sum | 1959298.1 |
| Variance | 3076.6864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54.62175171 | 1 | < 0.1% |
| 178.8721185 | 1 | < 0.1% |
| 186.7098905 | 1 | < 0.1% |
| 168.8841948 | 1 | < 0.1% |
| 166.3697452 | 1 | < 0.1% |
| 184.1680032 | 1 | < 0.1% |
| 176.9196417 | 1 | < 0.1% |
| 176.1770366 | 1 | < 0.1% |
| 176.8426398 | 1 | < 0.1% |
| 176.8082888 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 40.38248531 | 1 | |
| 40.43995901 | 1 | |
| 40.59643636 | 1 | |
| 40.78700734 | 1 | |
| 41.44855582 | 1 | |
| 41.68929533 | 1 | |
| 41.76914579 | 1 | |
| 41.92490108 | 1 | |
| 41.99350635 | 1 | |
| 42.04021669 | 1 |
| Value | Count | Frequency (%) |
| 310.9134025 | 1 | |
| 310.0045308 | 1 | |
| 309.024463 | 1 | |
| 308.2586187 | 1 | |
| 308.2087899 | 1 | |
| 307.265658 | 1 | |
| 307.0978 | 1 | |
| 307.0817122 | 1 | |
| 306.8526662 | 1 | |
| 306.8268244 | 1 |
Nitrogen
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 16999 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.76199 |
| Minimum | 19.812274 |
|---|---|
| Maximum | 397.72802 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 19.812274 |
|---|---|
| 5-th percentile | 33.493843 |
| Q1 | 54.114753 |
| median | 100.83467 |
| Q3 | 148.0795 |
| 95-th percentile | 332.74341 |
| Maximum | 397.72802 |
| Range | 377.91575 |
| Interquartile range (IQR) | 93.964747 |
Descriptive statistics
| Standard deviation | 81.365462 |
|---|---|
| Coefficient of variation (CV) | 0.70286853 |
| Kurtosis | 1.4182253 |
| Mean | 115.76199 |
| Median Absolute Deviation (MAD) | 46.97033 |
| Skewness | 1.3343998 |
| Sum | 1967953.9 |
| Variance | 6620.3384 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 118.6685391 | 2 | < 0.1% |
| 138.8255457 | 1 | < 0.1% |
| 29.30561793 | 1 | < 0.1% |
| 33.35866387 | 1 | < 0.1% |
| 29.19656812 | 1 | < 0.1% |
| 30.01070523 | 1 | < 0.1% |
| 33.26690379 | 1 | < 0.1% |
| 35.63336167 | 1 | < 0.1% |
| 29.68300563 | 1 | < 0.1% |
| 25.71834393 | 1 | < 0.1% |
| Other values (16989) | 16989 |
| Value | Count | Frequency (%) |
| 19.81227397 | 1 | |
| 20.64483672 | 1 | |
| 20.65522439 | 1 | |
| 20.87661119 | 1 | |
| 20.98268205 | 1 | |
| 21.04814379 | 1 | |
| 21.05406118 | 1 | |
| 21.08699578 | 1 | |
| 21.14858245 | 1 | |
| 21.21340754 | 1 |
| Value | Count | Frequency (%) |
| 397.7280238 | 1 | |
| 390.3577685 | 1 | |
| 389.8645136 | 1 | |
| 388.9105955 | 1 | |
| 387.9390981 | 1 | |
| 384.5037659 | 1 | |
| 383.8978629 | 1 | |
| 383.3720095 | 1 | |
| 383.0744109 | 1 | |
| 383.0493873 | 1 |
Phosphorus
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142.89053 |
| Minimum | 13.236823 |
|---|---|
| Maximum | 477.00284 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 13.236823 |
|---|---|
| 5-th percentile | 45.062563 |
| Q1 | 86.313741 |
| median | 134.48448 |
| Q3 | 198.65566 |
| 95-th percentile | 245.38173 |
| Maximum | 477.00284 |
| Range | 463.76601 |
| Interquartile range (IQR) | 112.34192 |
Descriptive statistics
| Standard deviation | 71.153388 |
|---|---|
| Coefficient of variation (CV) | 0.49795733 |
| Kurtosis | -0.0054391353 |
| Mean | 142.89053 |
| Median Absolute Deviation (MAD) | 51.149177 |
| Skewness | 0.56554316 |
| Sum | 2429139 |
| Variance | 5062.8046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 165.4874125 | 1 | < 0.1% |
| 224.3804806 | 1 | < 0.1% |
| 228.6030701 | 1 | < 0.1% |
| 229.1924432 | 1 | < 0.1% |
| 229.9615521 | 1 | < 0.1% |
| 223.0155202 | 1 | < 0.1% |
| 229.3995022 | 1 | < 0.1% |
| 235.7265279 | 1 | < 0.1% |
| 225.032261 | 1 | < 0.1% |
| 216.6900574 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 13.23682297 | 1 | |
| 15.36988274 | 1 | |
| 15.58144049 | 1 | |
| 16.28096496 | 1 | |
| 16.40208262 | 1 | |
| 16.97727066 | 1 | |
| 17.29087416 | 1 | |
| 17.63065172 | 1 | |
| 17.81170945 | 1 | |
| 17.91985515 | 1 |
| Value | Count | Frequency (%) |
| 477.0028373 | 1 | |
| 435.4181763 | 1 | |
| 417.8115731 | 1 | |
| 417.586671 | 1 | |
| 409.4201346 | 1 | |
| 405.0722946 | 1 | |
| 404.4013295 | 1 | |
| 403.2087305 | 1 | |
| 402.4021175 | 1 | |
| 401.9227582 | 1 |
Potassium
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 17000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.926233 |
| Minimum | 0.71008109 |
|---|---|
| Maximum | 577.93062 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.9 KiB |
Quantile statistics
| Minimum | 0.71008109 |
|---|---|
| 5-th percentile | 2.1961293 |
| Q1 | 7.0601317 |
| median | 17.98645 |
| Q3 | 125.78686 |
| 95-th percentile | 302.13776 |
| Maximum | 577.93062 |
| Range | 577.22054 |
| Interquartile range (IQR) | 118.72673 |
Descriptive statistics
| Standard deviation | 112.12407 |
|---|---|
| Coefficient of variation (CV) | 1.5167021 |
| Kurtosis | 5.2252838 |
| Mean | 73.926233 |
| Median Absolute Deviation (MAD) | 13.201848 |
| Skewness | 2.2140175 |
| Sum | 1256746 |
| Variance | 12571.807 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 339.7452031 | 1 | < 0.1% |
| 8.914419716 | 1 | < 0.1% |
| 7.175068504 | 1 | < 0.1% |
| 7.079378588 | 1 | < 0.1% |
| 6.628401898 | 1 | < 0.1% |
| 8.224105792 | 1 | < 0.1% |
| 7.177859189 | 1 | < 0.1% |
| 9.115489452 | 1 | < 0.1% |
| 8.593476643 | 1 | < 0.1% |
| 8.149366032 | 1 | < 0.1% |
| Other values (16990) | 16990 |
| Value | Count | Frequency (%) |
| 0.7100810882 | 1 | |
| 0.8303608028 | 1 | |
| 0.8575093563 | 1 | |
| 0.8698211768 | 1 | |
| 0.887160667 | 1 | |
| 0.8947396679 | 1 | |
| 0.9291715407 | 1 | |
| 0.929262724 | 1 | |
| 0.9318240701 | 1 | |
| 0.9384698351 | 1 |
| Value | Count | Frequency (%) |
| 577.9306215 | 1 | |
| 575.4901503 | 1 | |
| 571.8025448 | 1 | |
| 569.514464 | 1 | |
| 569.067595 | 1 | |
| 565.4592406 | 1 | |
| 562.9906286 | 1 | |
| 562.6452046 | 1 | |
| 561.6756677 | 1 | |
| 561.4696497 | 1 |
Yield
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 5004 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| low_acidic | |
|---|---|
| neutral | |
| acidic | |
| low_alkaline | |
| 28.98586919 | 1 |
| Other values (4999) |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 9.4129412 |
| Min length | 6 |
Characters and Unicode
| Total characters | 160020 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5000 ? |
|---|---|
| Unique (%) | 29.4% |
Sample
| 1st row | 63.20371897 |
|---|---|
| 2nd row | 61.7722084 |
| 3rd row | 62.87869779 |
| 4th row | 60.51065445 |
| 5th row | 62.05118102 |
Common Values
| Value | Count | Frequency (%) |
| low_acidic | 5810 | |
| neutral | 3557 | |
| acidic | 1500 | 8.8% |
| low_alkaline | 1133 | 6.7% |
| 28.98586919 | 1 | < 0.1% |
| 29.64918759 | 1 | < 0.1% |
| 29.52015332 | 1 | < 0.1% |
| 29.45671775 | 1 | < 0.1% |
| 29.23637793 | 1 | < 0.1% |
| 28.98149912 | 1 | < 0.1% |
| Other values (4994) | 4994 |
Length
| Value | Count | Frequency (%) |
| low_acidic | 5810 | |
| neutral | 3557 | |
| acidic | 1500 | 8.8% |
| low_alkaline | 1133 | 6.7% |
| 31.82367954 | 1 | < 0.1% |
| 62.11884577 | 1 | < 0.1% |
| 62.87869779 | 1 | < 0.1% |
| 60.51065445 | 1 | < 0.1% |
| 62.05118102 | 1 | < 0.1% |
| 60.3529584 | 1 | < 0.1% |
| Other values (4994) | 4994 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 15753 | 9.8% |
| c | 14620 | 9.1% |
| a | 13133 | 8.2% |
| l | 12766 | 8.0% |
| d | 7310 | 4.6% |
| o | 6943 | 4.3% |
| w | 6943 | 4.3% |
| _ | 6943 | 4.3% |
| 2 | 6553 | 4.1% |
| 3 | 5494 | 3.4% |
| Other values (15) | 63562 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 98652 | |
| Decimal Number | 49425 | |
| Connector Punctuation | 6943 | 4.3% |
| Other Punctuation | 5000 | 3.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 15753 | |
| c | 14620 | |
| a | 13133 | |
| l | 12766 | |
| d | 7310 | |
| o | 6943 | |
| w | 6943 | |
| e | 4690 | 4.8% |
| n | 4690 | 4.8% |
| u | 3557 | 3.6% |
| Other values (3) | 8247 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 6553 | |
| 3 | 5494 | |
| 6 | 5256 | |
| 1 | 5093 | |
| 5 | 4884 | |
| 9 | 4853 | |
| 4 | 4787 | |
| 8 | 4583 | |
| 7 | 4361 | |
| 0 | 3561 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 6943 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 98652 | |
| Common | 61368 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 15753 | |
| c | 14620 | |
| a | 13133 | |
| l | 12766 | |
| d | 7310 | |
| o | 6943 | |
| w | 6943 | |
| e | 4690 | 4.8% |
| n | 4690 | 4.8% |
| u | 3557 | 3.6% |
| Other values (3) | 8247 |
Common
| Value | Count | Frequency (%) |
| _ | 6943 | |
| 2 | 6553 | |
| 3 | 5494 | |
| 6 | 5256 | |
| 1 | 5093 | |
| . | 5000 | |
| 5 | 4884 | |
| 9 | 4853 | |
| 4 | 4787 | |
| 8 | 4583 | |
| Other values (2) | 7922 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 160020 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 15753 | 9.8% |
| c | 14620 | 9.1% |
| a | 13133 | 8.2% |
| l | 12766 | 8.0% |
| d | 7310 | 4.6% |
| o | 6943 | 4.3% |
| w | 6943 | 4.3% |
| _ | 6943 | 4.3% |
| 2 | 6553 | 4.1% |
| 3 | 5494 | 3.4% |
| Other values (15) | 63562 |
Category_pH
Categorical
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| Loamy | |
|---|---|
| low_acidic | |
| Sandy loam | |
| Sandy Loam | |
| neutral |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 7.1985882 |
| Min length | 4 |
Characters and Unicode
| Total characters | 122376 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | low_acidic |
|---|---|
| 2nd row | low_acidic |
| 3rd row | low_acidic |
| 4th row | low_acidic |
| 5th row | low_acidic |
Common Values
| Value | Count | Frequency (%) |
| Loamy | 8497 | |
| low_acidic | 3759 | |
| Sandy loam | 2003 | 11.8% |
| Sandy Loam | 1264 | 7.4% |
| neutral | 1241 | 7.3% |
| Loam | 236 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| loamy | 8497 | |
| low_acidic | 3759 | |
| loam | 3503 | |
| sandy | 3267 | 16.1% |
| neutral | 1241 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 20267 | |
| o | 15759 | |
| m | 12000 | |
| y | 11764 | |
| L | 9997 | |
| c | 7518 | 6.1% |
| i | 7518 | 6.1% |
| d | 7026 | 5.7% |
| l | 7003 | 5.7% |
| n | 4508 | 3.7% |
| Other values (8) | 19016 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 102086 | |
| Uppercase Letter | 13264 | 10.8% |
| Connector Punctuation | 3759 | 3.1% |
| Space Separator | 3267 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 20267 | |
| o | 15759 | |
| m | 12000 | |
| y | 11764 | |
| c | 7518 | 7.4% |
| i | 7518 | 7.4% |
| d | 7026 | 6.9% |
| l | 7003 | 6.9% |
| n | 4508 | 4.4% |
| w | 3759 | 3.7% |
| Other values (4) | 4964 | 4.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 9997 | |
| S | 3267 | 24.6% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3759 |
Space Separator
| Value | Count | Frequency (%) |
| 3267 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 115350 | |
| Common | 7026 | 5.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 20267 | |
| o | 15759 | |
| m | 12000 | |
| y | 11764 | |
| L | 9997 | |
| c | 7518 | 6.5% |
| i | 7518 | 6.5% |
| d | 7026 | 6.1% |
| l | 7003 | 6.1% |
| n | 4508 | 3.9% |
| Other values (6) | 11990 |
Common
| Value | Count | Frequency (%) |
| _ | 3759 | |
| 3267 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 122376 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 20267 | |
| o | 15759 | |
| m | 12000 | |
| y | 11764 | |
| L | 9997 | |
| c | 7518 | 6.1% |
| i | 7518 | 6.1% |
| d | 7026 | 5.7% |
| l | 7003 | 5.7% |
| n | 4508 | 3.7% |
| Other values (8) | 19016 |
Season
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| Fall | |
|---|---|
| Spring | |
| Summer | |
| Winter |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.3407059 |
| Min length | 4 |
Characters and Unicode
| Total characters | 90792 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fall |
|---|---|
| 2nd row | Spring |
| 3rd row | Spring |
| 4th row | Spring |
| 5th row | Fall |
Common Values
| Value | Count | Frequency (%) |
| Fall | 5604 | |
| Spring | 5531 | |
| Summer | 4864 | |
| Winter | 1001 | 5.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fall | 5604 | |
| spring | 5531 | |
| summer | 4864 | |
| winter | 1001 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 11396 | |
| l | 11208 | |
| S | 10395 | |
| m | 9728 | |
| i | 6532 | |
| n | 6532 | |
| e | 5865 | |
| F | 5604 | |
| a | 5604 | |
| p | 5531 | |
| Other values (4) | 12397 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 73792 | |
| Uppercase Letter | 17000 | 18.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 11396 | |
| l | 11208 | |
| m | 9728 | |
| i | 6532 | |
| n | 6532 | |
| e | 5865 | |
| a | 5604 | |
| p | 5531 | |
| g | 5531 | |
| u | 4864 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 10395 | |
| F | 5604 | |
| W | 1001 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 90792 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 11396 | |
| l | 11208 | |
| S | 10395 | |
| m | 9728 | |
| i | 6532 | |
| n | 6532 | |
| e | 5865 | |
| F | 5604 | |
| a | 5604 | |
| p | 5531 | |
| Other values (4) | 12397 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90792 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 11396 | |
| l | 11208 | |
| S | 10395 | |
| m | 9728 | |
| i | 6532 | |
| n | 6532 | |
| e | 5865 | |
| F | 5604 | |
| a | 5604 | |
| p | 5531 | |
| Other values (4) | 12397 |
Name
Categorical
HIGH CORRELATION  UNIFORM 
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.9 KiB |
| Tomatoes | 500 |
|---|---|
| Figs | 500 |
| Apple | 500 |
| Orange | 500 |
| Pomegranate | 500 |
| Other values (29) |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 7.2352941 |
| Min length | 4 |
Characters and Unicode
| Total characters | 123000 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tomatoes |
|---|---|
| 2nd row | Tomatoes |
| 3rd row | Tomatoes |
| 4th row | Tomatoes |
| 5th row | Tomatoes |
Common Values
| Value | Count | Frequency (%) |
| Tomatoes | 500 | 2.9% |
| Figs | 500 | 2.9% |
| Apple | 500 | 2.9% |
| Orange | 500 | 2.9% |
| Pomegranate | 500 | 2.9% |
| Peach | 500 | 2.9% |
| Blueberry | 500 | 2.9% |
| Strawberry | 500 | 2.9% |
| Cherries | 500 | 2.9% |
| Eggplants | 500 | 2.9% |
| Other values (24) | 12000 |
Length
| Value | Count | Frequency (%) |
| tomatoes | 500 | 2.8% |
| figs | 500 | 2.8% |
| endive | 500 | 2.8% |
| cress | 500 | 2.8% |
| chard | 500 | 2.8% |
| beet | 500 | 2.8% |
| arugula | 500 | 2.8% |
| green | 500 | 2.8% |
| peas | 500 | 2.8% |
| broccoli | 500 | 2.8% |
| Other values (26) | 13000 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 16000 | 13.0% |
| a | 11500 | 9.3% |
| r | 11000 | 8.9% |
| s | 7000 | 5.7% |
| i | 6500 | 5.3% |
| o | 6000 | 4.9% |
| l | 6000 | 4.9% |
| t | 5500 | 4.5% |
| p | 5500 | 4.5% |
| u | 4500 | 3.7% |
| Other values (26) | 43500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 105500 | |
| Uppercase Letter | 16500 | 13.4% |
| Space Separator | 1000 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16000 | |
| a | 11500 | |
| r | 11000 | |
| s | 7000 | 6.6% |
| i | 6500 | 6.2% |
| o | 6000 | 5.7% |
| l | 6000 | 5.7% |
| t | 5500 | 5.2% |
| p | 5500 | 5.2% |
| u | 4500 | 4.3% |
| Other values (11) | 26000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3500 | |
| P | 2500 | |
| A | 1500 | |
| B | 1500 | |
| S | 1000 | 6.1% |
| E | 1000 | 6.1% |
| L | 1000 | 6.1% |
| K | 1000 | 6.1% |
| G | 1000 | 6.1% |
| R | 500 | 3.0% |
| Other values (4) | 2000 |
Space Separator
| Value | Count | Frequency (%) |
| 1000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 122000 | |
| Common | 1000 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 16000 | 13.1% |
| a | 11500 | 9.4% |
| r | 11000 | 9.0% |
| s | 7000 | 5.7% |
| i | 6500 | 5.3% |
| o | 6000 | 4.9% |
| l | 6000 | 4.9% |
| t | 5500 | 4.5% |
| p | 5500 | 4.5% |
| u | 4500 | 3.7% |
| Other values (25) | 42500 |
Common
| Value | Count | Frequency (%) |
| 1000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 123000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 16000 | 13.0% |
| a | 11500 | 9.3% |
| r | 11000 | 8.9% |
| s | 7000 | 5.7% |
| i | 6500 | 5.3% |
| o | 6000 | 4.9% |
| l | 6000 | 4.9% |
| t | 5500 | 4.5% |
| p | 5500 | 4.5% |
| u | 4500 | 3.7% |
| Other values (26) | 43500 |
| Temperature | Rainfall | pH | Light_Hours | Light_Intensity | Rh | Nitrogen | Phosphorus | Potassium | Soil_Type | Fertility | Photoperiod | Category_pH | Season | Name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Temperature | 1.000 | -0.584 | 0.654 | 0.636 | -0.632 | 0.484 | -0.486 | 0.384 | -0.757 | 0.425 | 0.524 | 0.538 | 0.514 | 0.228 | 0.623 |
| Rainfall | -0.584 | 1.000 | -0.634 | -0.653 | 0.510 | -0.501 | 0.438 | -0.382 | 0.626 | 0.578 | 0.464 | 0.353 | 0.468 | 0.171 | 0.671 |
| pH | 0.654 | -0.634 | 1.000 | 0.754 | -0.639 | 0.514 | -0.394 | 0.548 | -0.605 | 0.370 | 0.562 | 0.470 | 0.431 | 0.191 | 0.600 |
| Light_Hours | 0.636 | -0.653 | 0.754 | 1.000 | -0.646 | 0.517 | -0.346 | 0.515 | -0.609 | 0.469 | 0.534 | 0.597 | 0.515 | 0.206 | 0.751 |
| Light_Intensity | -0.632 | 0.510 | -0.639 | -0.646 | 1.000 | -0.535 | 0.183 | -0.367 | 0.591 | 0.511 | 0.462 | 0.332 | 0.460 | 0.114 | 0.469 |
| Rh | 0.484 | -0.501 | 0.514 | 0.517 | -0.535 | 1.000 | -0.099 | 0.385 | -0.524 | 0.447 | 0.462 | 0.610 | 0.427 | 0.231 | 0.821 |
| Nitrogen | -0.486 | 0.438 | -0.394 | -0.346 | 0.183 | -0.099 | 1.000 | -0.040 | 0.410 | 0.417 | 0.442 | 0.472 | 0.338 | 0.234 | 0.747 |
| Phosphorus | 0.384 | -0.382 | 0.548 | 0.515 | -0.367 | 0.385 | -0.040 | 1.000 | -0.208 | 0.409 | 0.374 | 0.466 | 0.353 | 0.207 | 0.688 |
| Potassium | -0.757 | 0.626 | -0.605 | -0.609 | 0.591 | -0.524 | 0.410 | -0.208 | 1.000 | 0.632 | 0.520 | 0.335 | 0.472 | 0.133 | 0.709 |
| Soil_Type | 0.425 | 0.578 | 0.370 | 0.469 | 0.511 | 0.447 | 0.417 | 0.409 | 0.632 | 1.000 | 0.658 | 0.504 | 0.533 | 0.239 | 0.999 |
| Fertility | 0.524 | 0.464 | 0.562 | 0.534 | 0.462 | 0.462 | 0.442 | 0.374 | 0.520 | 0.658 | 1.000 | 0.754 | 0.524 | 0.225 | 0.999 |
| Photoperiod | 0.538 | 0.353 | 0.470 | 0.597 | 0.332 | 0.610 | 0.472 | 0.466 | 0.335 | 0.504 | 0.754 | 1.000 | 0.604 | 0.333 | 0.999 |
| Category_pH | 0.514 | 0.468 | 0.431 | 0.515 | 0.460 | 0.427 | 0.338 | 0.353 | 0.472 | 0.533 | 0.524 | 0.604 | 1.000 | 0.230 | 0.842 |
| Season | 0.228 | 0.171 | 0.191 | 0.206 | 0.114 | 0.231 | 0.234 | 0.207 | 0.133 | 0.239 | 0.225 | 0.333 | 0.230 | 1.000 | 0.605 |
| Name | 0.623 | 0.671 | 0.600 | 0.751 | 0.469 | 0.821 | 0.747 | 0.688 | 0.709 | 0.999 | 0.999 | 0.999 | 0.842 | 0.605 | 1.000 |
| Soil_Type | Fertility | Photoperiod | N-P-K Ratio | Temperature | Rainfall | pH | Light_Hours | Light_Intensity | Rh | Nitrogen | Phosphorus | Potassium | Yield | Category_pH | Season | Name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Sandy Loam | High | Short Day Period | 10:10:10 | 21.040031 | 487.325073 | 6.522558 | 6.957985 | 632.013531 | 54.621752 | 138.825546 | 165.487413 | 339.745203 | 63.20371897 | low_acidic | Fall | Tomatoes |
| 1 | Sandy Loam | High | Short Day Period | 10:10:10 | 26.488870 | 504.266109 | 5.546069 | 6.837064 | 554.684016 | 51.988385 | 140.493337 | 163.022717 | 310.917259 | 61.7722084 | low_acidic | Spring | Tomatoes |
| 2 | Sandy Loam | High | Short Day Period | 10:10:10 | 26.080255 | 517.932176 | 6.208011 | 6.524897 | 544.839341 | 57.867416 | 146.952909 | 169.138527 | 309.751116 | 62.87869779 | low_acidic | Spring | Tomatoes |
| 3 | Sandy Loam | High | Short Day Period | 10:10:10 | 24.915214 | 481.271518 | 6.455199 | 6.580255 | 390.217747 | 54.299459 | 138.305047 | 153.326427 | 309.024518 | 60.51065445 | low_acidic | Spring | Tomatoes |
| 4 | Sandy Loam | High | Short Day Period | 10:10:10 | 26.567407 | 486.119339 | 6.085407 | 6.344331 | 627.754487 | 57.001604 | 145.647511 | 159.974655 | 320.072464 | 62.05118102 | low_acidic | Fall | Tomatoes |
| 5 | Sandy Loam | High | Short Day Period | 10:10:10 | 23.847680 | 513.749269 | 6.431117 | 7.115014 | 420.974368 | 54.246641 | 130.570236 | 161.564887 | 307.445134 | 60.3529584 | low_acidic | Spring | Tomatoes |
| 6 | Sandy Loam | High | Short Day Period | 10:10:10 | 24.534518 | 498.365122 | 5.887184 | 6.798224 | 528.244555 | 56.928991 | 135.641485 | 151.867730 | 335.188192 | 62.96572242 | low_acidic | Spring | Tomatoes |
| 7 | Sandy Loam | High | Short Day Period | 10:10:10 | 23.277702 | 488.305386 | 6.473678 | 6.463716 | 607.108526 | 55.382666 | 141.960565 | 160.293696 | 306.666227 | 60.84003294 | low_acidic | Fall | Tomatoes |
| 8 | Sandy Loam | High | Short Day Period | 10:10:10 | 23.213803 | 452.920647 | 6.293185 | 6.789009 | 380.157444 | 55.657337 | 138.366051 | 161.055477 | 333.041864 | 59.55537707 | low_acidic | Fall | Tomatoes |
| 9 | Sandy Loam | High | Short Day Period | 10:10:10 | 24.706619 | 481.364021 | 5.964399 | 7.492743 | 506.338432 | 55.820634 | 140.946405 | 161.635292 | 297.519013 | 61.05797026 | low_acidic | Summer | Tomatoes |
| Soil_Type | Fertility | Photoperiod | N-P-K Ratio | Temperature | Rainfall | pH | Light_Hours | Light_Intensity | Rh | Nitrogen | Phosphorus | Potassium | Yield | Category_pH | Season | Name | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16990 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 23:10:04 | 1005.723034 | 3.257533 | 13.628329 | 294.099342 | 92.928788 | 108.399910 | 236.417753 | 234.553554 | 6.105020 | acidic | Loamy | Summer | plum |
| 16991 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 8:58:24 | 966.280532 | 3.481411 | 13.783428 | 287.383672 | 93.560600 | 108.848441 | 232.282393 | 248.861161 | 6.290038 | acidic | Loamy | Summer | plum |
| 16992 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 11:44:27 | 936.988492 | 3.500432 | 12.609734 | 325.934702 | 92.904111 | 123.304621 | 238.110325 | 248.191461 | 5.316284 | acidic | Loamy | Summer | plum |
| 16993 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 16:10:05 | 1011.180517 | 3.595008 | 14.085374 | 318.870348 | 93.439182 | 132.543185 | 236.344536 | 234.669221 | 6.481444 | acidic | Loamy | Summer | plum |
| 16994 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 7:43:44 | 1053.824779 | 3.471088 | 11.374036 | 328.414219 | 93.326291 | 115.531954 | 240.840457 | 227.791026 | 6.694561 | acidic | Loamy | Summer | plum |
| 16995 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 22:37:24 | 982.656812 | 3.649674 | 13.128135 | 314.765596 | 92.949162 | 117.886962 | 208.918392 | 228.175670 | 5.816694 | acidic | Loamy | Summer | plum |
| 16996 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 5:31:12 | 1023.036444 | 3.087129 | 12.321330 | 353.865908 | 92.720948 | 121.648026 | 241.502352 | 251.770000 | 6.003023 | acidic | Loamy | Summer | plum |
| 16997 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 18:58:21 | 1017.985019 | 3.567090 | 12.602164 | 329.165489 | 91.049162 | 120.002978 | 212.068106 | 256.089843 | 7.150471 | acidic | Loamy | Summer | plum |
| 16998 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 9:21:42 | 1013.287563 | 3.585047 | 13.157985 | 328.068660 | 92.127418 | 120.869825 | 248.331740 | 233.641791 | 7.482319 | acidic | Loamy | Summer | plum |
| 16999 | moderate | Short Day Period, Day Neutral, Long Day Period | 10-10-2010 | 18:19:20 | 1033.783149 | 3.757246 | 12.261236 | 356.462239 | 91.780295 | 132.107441 | 239.053768 | 236.762190 | 6.479093 | acidic | Loamy | Summer | plum |